Engineering enzymes with AI
A research team from Aalto University and VTT will construct a virtual laboratory for enzyme engineering, which will allow human-AI collaboration to flourish.
Artificial Intelligence and Machine Learning
Fundamentals and practical impact of AI on businesses and societies.
AI is a major focus area of Aalto University and the Department of Computer Science. Building on the department's strong tradition that includes neural network pioneers Teuvo Kohonen and Erkki Oja.
Our research contributes both to the fundamentals of AI across its many subfields, as well as to the accelerating practical impact AI has on businesses and societies.
The Department of Computer Science is a key player in the Finnish Center for Artificial Intelligence FCAI, a major ecosystem of academic, private and public sector partners.
Machine Learning Coffee Seminar
News highlights
Artificial intelligence to assist the brain
Neuroscience and neurotechnology are gaining a fresh ally in the form of artificial intelligence, which can assess dementia risk and enhance the effectiveness of depression treatments.
Forbes AI Award to research on image-creating GAN models
The magazine pays tribute to the development of a model that starkly reduces the amount of data needed for generating new, artificial images
People
Related research groups
Computing technologies for designing, building and managing intelligent systems.
Machine learning models and methods for big data over networks
We develop new methods for probabilistic modeling, Bayesian inference and machine learning. Our current focuses are in particular learning from multiple data sources, Bayesian model assessment and selection, approximate inference and information visualization.
Research on semantic technologies, such as the Semantic Web and intelligent web services.
Latest publications
Hercules
Moloud Abdar, Mohammad Amin Fahami, Leonardo Rundo, Petia Radeva, Alejandro Frangi, U. Rajendra Acharya, Abbas Khosravi, H. K. Lam, Alexander Jung, Saeid Nahavandi
2023
IEEE Transactions on Industrial Informatics
Optimally-weighted Estimators of the Maximum Mean Discrepancy for Likelihood-Free Inference
Ayush Bharti, Masha Naslidnyk, Oscar Key, Samuel Kaski, Francois Xavier Briol
2023
Proceedings of the 40th International Conference on Machine Learning
Modeling needs user modeling
Mustafa Mert Çelikok, Pierre Alexandre Murena, Samuel Kaski
2023
Frontiers in Artificial Intelligence
Memory-Based Dual Gaussian Processes for Sequential Learning
Paul E. Chang, Prakhar Verma, S.T. John, Arno Solin, Mohammad Emtiyaz Khan
2023
Proceedings of the 40th International Conference on Machine Learning
Toward AI assistants that let designers design
Sebastiaan De Peuter, Antti Oulasvirta, Samuel Kaski
2023
AI Magazine
Zero-Shot Assistance in Sequential Decision Problems
Sebastiaan De Peuter, Samuel Kaski
2023
Visual Localization via Few-Shot Scene Region Classification
Siyan Dong, Shuzhe Wang, Yixin Zhuang, Juho Kannala, Marc Pollefeys, Baoquan Chen
2023
Proceedings - 2022 International Conference on 3D Vision, 3DV 2022
An OCR Pipeline for Transforming Parliamentary Debates into Linked Data: Case ParliamentSampo – Parliament of Finland on the Semantic Web
Senka Drobac, Laura Sinikallio, Eero Hyvönen
2023
Casting the net far and wide: Aggregating and harmonizing epistolary metadata in collaboration with cultural heritage institutions
Senka Drobac, Johanna Enqvist, Petri Leskinen, Muhammad Wahjoe, Heikki Rantala, Mikko Koho, Ilona Pikkanen, Iida Jauhianinen, Jouni Tuominen, Hanna Leena Paloposki, Matti La Mela, Eero Hyvönen
2023
The Laborious Cleaning: Acquiring and Transforming 19th-Century Epistolary Metadata
Senka Drobac, Johanna Enqvist, Petri Leskinen, Muhammad Wahjoe, Heikki Rantala, Mikko Koho, Ilona Pikkanen, Iida Jauhianinen, Jouni Tuominen, Hanna Leena Paloposki, Matti La Mela, Eero Hyvönen
2023
Related units
Helsinki Institute for Information Technology HIIT (external link)
Collaborative institute for research on information technology.
Finnish Center for Artificial Intelligence FCAI (external link)
International research hub of AI
Research in Computer Science
Research in the Department of Computer Science
Department of Computer Science
To foster future science and society.
School of Science
Science for tomorrow’s technology, innovations and businesses
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